{"id":"W4413127961","doi":"10.3390/dj13080364","title":"The Areca Nut and Oral Submucosal Fibrosis: A Narrative Review","year":2025,"lang":"en","type":"review","venue":"Dentistry Journal","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Arecoline; Areca; Medicine; Mastication; Oral submucous fibrosis; Fibrosis; Cancer; Oral mucosa; Myofibroblast; Pathology; Cancer research; Internal medicine; Dentistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001132484,0.0005757111,0.001852165,0.0001043555,0.001609881,0.0003166265,0.000540989,0.0004798683,0.0002129441],"category_scores_gemma":[0.0002896658,0.0003471786,0.0007029805,0.0003328584,0.0002190789,0.0001369227,0.0001606966,0.001814835,0.0003671077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002426566,"about_ca_system_score_gemma":0.0008440125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005390407,"about_ca_topic_score_gemma":0.00007508568,"domain_scores_codex":[0.9958855,0.001396374,0.001282402,0.0004719847,0.000371327,0.0005924381],"domain_scores_gemma":[0.9974111,0.0006238972,0.001042291,0.0004980125,0.0001523687,0.0002723491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001579327,0.00005843305,0.00005371818,0.03989613,0.0004434587,0.003724365,0.0000323443,7.744284e-9,2.103172e-8,0.0001673737,0.09314987,0.8624585],"study_design_scores_gemma":[0.0003123628,0.00006865147,0.0001428562,0.09088513,0.001852244,0.03405808,0.00005278258,1.237844e-7,1.826316e-7,0.0001971754,0.8721877,0.0002426521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001882539,0.99418,0.00002606036,0.000272271,0.00388164,0.0008238619,0.0001926127,0.00003375614,0.0005709914],"genre_scores_gemma":[0.000006785412,0.9871284,0.0001671218,0.0002132208,0.0003665173,0.0001642186,0.00009011372,0.00003203465,0.01183157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8622158,"threshold_uncertainty_score":0.999898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05279939793130956,"score_gpt":0.428249027140871,"score_spread":0.3754496292095614,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}